Upload folder using huggingface_hub

.gitattributes

@@ -33,3 +33,15 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+stablelm-3b-4e1t-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text
+stablelm-3b-4e1t-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text
+stablelm-3b-4e1t-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+stablelm-3b-4e1t-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+stablelm-3b-4e1t-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text
+stablelm-3b-4e1t-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+stablelm-3b-4e1t-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+stablelm-3b-4e1t-Q5_0.gguf filter=lfs diff=lfs merge=lfs -text
+stablelm-3b-4e1t-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+stablelm-3b-4e1t-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+stablelm-3b-4e1t-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text
+stablelm-3b-4e1t-Q8_0.gguf filter=lfs diff=lfs merge=lfs -text

README.md

@@ -0,0 +1,182 @@
+---
+language:
+- en
+license: cc-by-sa-4.0
+tags:
+- causal-lm
+- TensorBlock
+- GGUF
+datasets:
+- tiiuae/falcon-refinedweb
+- togethercomputer/RedPajama-Data-1T
+- CarperAI/pilev2-dev
+- bigcode/starcoderdata
+- allenai/peS2o
+base_model: stabilityai/stablelm-3b-4e1t
+model-index:
+- name: stablelm-3b-4e1t
+  results:
+  - task:
+      type: text-generation
+      name: Text Generation
+    dataset:
+      name: AI2 Reasoning Challenge (25-Shot)
+      type: ai2_arc
+      config: ARC-Challenge
+      split: test
+      args:
+        num_few_shot: 25
+    metrics:
+    - type: acc_norm
+      value: 46.59
+      name: normalized accuracy
+    source:
+      url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=stabilityai/stablelm-3b-4e1t
+      name: Open LLM Leaderboard
+  - task:
+      type: text-generation
+      name: Text Generation
+    dataset:
+      name: HellaSwag (10-Shot)
+      type: hellaswag
+      split: validation
+      args:
+        num_few_shot: 10
+    metrics:
+    - type: acc_norm
+      value: 75.94
+      name: normalized accuracy
+    source:
+      url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=stabilityai/stablelm-3b-4e1t
+      name: Open LLM Leaderboard
+  - task:
+      type: text-generation
+      name: Text Generation
+    dataset:
+      name: MMLU (5-Shot)
+      type: cais/mmlu
+      config: all
+      split: test
+      args:
+        num_few_shot: 5
+    metrics:
+    - type: acc
+      value: 45.23
+      name: accuracy
+    source:
+      url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=stabilityai/stablelm-3b-4e1t
+      name: Open LLM Leaderboard
+  - task:
+      type: text-generation
+      name: Text Generation
+    dataset:
+      name: TruthfulQA (0-shot)
+      type: truthful_qa
+      config: multiple_choice
+      split: validation
+      args:
+        num_few_shot: 0
+    metrics:
+    - type: mc2
+      value: 37.2
+    source:
+      url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=stabilityai/stablelm-3b-4e1t
+      name: Open LLM Leaderboard
+  - task:
+      type: text-generation
+      name: Text Generation
+    dataset:
+      name: Winogrande (5-shot)
+      type: winogrande
+      config: winogrande_xl
+      split: validation
+      args:
+        num_few_shot: 5
+    metrics:
+    - type: acc
+      value: 71.19
+      name: accuracy
+    source:
+      url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=stabilityai/stablelm-3b-4e1t
+      name: Open LLM Leaderboard
+  - task:
+      type: text-generation
+      name: Text Generation
+    dataset:
+      name: GSM8k (5-shot)
+      type: gsm8k
+      config: main
+      split: test
+      args:
+        num_few_shot: 5
+    metrics:
+    - type: acc
+      value: 3.34
+      name: accuracy
+    source:
+      url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=stabilityai/stablelm-3b-4e1t
+      name: Open LLM Leaderboard
+---
+
+<div style="width: auto; margin-left: auto; margin-right: auto">
+<img src="https://i.imgur.com/jC7kdl8.jpeg" alt="TensorBlock" style="width: 100%; min-width: 400px; display: block; margin: auto;">
+</div>
+<div style="display: flex; justify-content: space-between; width: 100%;">
+    <div style="display: flex; flex-direction: column; align-items: flex-start;">
+        <p style="margin-top: 0.5em; margin-bottom: 0em;">
+            Feedback and support: TensorBlock's  <a href="https://x.com/tensorblock_aoi">Twitter/X</a>, <a href="https://t.me/TensorBlock">Telegram Group</a> and <a href="https://x.com/tensorblock_aoi">Discord server</a>
+        </p>
+    </div>
+</div>
+
+## stabilityai/stablelm-3b-4e1t - GGUF
+
+This repo contains GGUF format model files for [stabilityai/stablelm-3b-4e1t](https://huggingface.co/stabilityai/stablelm-3b-4e1t).
+
+The files were quantized using machines provided by [TensorBlock](https://tensorblock.co/), and they are compatible with llama.cpp as of [commit b4011](https://github.com/ggerganov/llama.cpp/commit/a6744e43e80f4be6398fc7733a01642c846dce1d).
+
+## Prompt template
+
+```
+
+```
+
+## Model file specification
+
+| Filename | Quant type | File Size | Description |
+| -------- | ---------- | --------- | ----------- |
+| [stablelm-3b-4e1t-Q2_K.gguf](https://huggingface.co/tensorblock/stablelm-3b-4e1t-GGUF/tree/main/stablelm-3b-4e1t-Q2_K.gguf) | Q2_K | 1.009 GB | smallest, significant quality loss - not recommended for most purposes |
+| [stablelm-3b-4e1t-Q3_K_S.gguf](https://huggingface.co/tensorblock/stablelm-3b-4e1t-GGUF/tree/main/stablelm-3b-4e1t-Q3_K_S.gguf) | Q3_K_S | 1.168 GB | very small, high quality loss |
+| [stablelm-3b-4e1t-Q3_K_M.gguf](https://huggingface.co/tensorblock/stablelm-3b-4e1t-GGUF/tree/main/stablelm-3b-4e1t-Q3_K_M.gguf) | Q3_K_M | 1.296 GB | very small, high quality loss |
+| [stablelm-3b-4e1t-Q3_K_L.gguf](https://huggingface.co/tensorblock/stablelm-3b-4e1t-GGUF/tree/main/stablelm-3b-4e1t-Q3_K_L.gguf) | Q3_K_L | 1.405 GB | small, substantial quality loss |
+| [stablelm-3b-4e1t-Q4_0.gguf](https://huggingface.co/tensorblock/stablelm-3b-4e1t-GGUF/tree/main/stablelm-3b-4e1t-Q4_0.gguf) | Q4_0 | 1.498 GB | legacy; small, very high quality loss - prefer using Q3_K_M |
+| [stablelm-3b-4e1t-Q4_K_S.gguf](https://huggingface.co/tensorblock/stablelm-3b-4e1t-GGUF/tree/main/stablelm-3b-4e1t-Q4_K_S.gguf) | Q4_K_S | 1.509 GB | small, greater quality loss |
+| [stablelm-3b-4e1t-Q4_K_M.gguf](https://huggingface.co/tensorblock/stablelm-3b-4e1t-GGUF/tree/main/stablelm-3b-4e1t-Q4_K_M.gguf) | Q4_K_M | 1.591 GB | medium, balanced quality - recommended |
+| [stablelm-3b-4e1t-Q5_0.gguf](https://huggingface.co/tensorblock/stablelm-3b-4e1t-GGUF/tree/main/stablelm-3b-4e1t-Q5_0.gguf) | Q5_0 | 1.809 GB | legacy; medium, balanced quality - prefer using Q4_K_M |
+| [stablelm-3b-4e1t-Q5_K_S.gguf](https://huggingface.co/tensorblock/stablelm-3b-4e1t-GGUF/tree/main/stablelm-3b-4e1t-Q5_K_S.gguf) | Q5_K_S | 1.809 GB | large, low quality loss - recommended |
+| [stablelm-3b-4e1t-Q5_K_M.gguf](https://huggingface.co/tensorblock/stablelm-3b-4e1t-GGUF/tree/main/stablelm-3b-4e1t-Q5_K_M.gguf) | Q5_K_M | 1.856 GB | large, very low quality loss - recommended |
+| [stablelm-3b-4e1t-Q6_K.gguf](https://huggingface.co/tensorblock/stablelm-3b-4e1t-GGUF/tree/main/stablelm-3b-4e1t-Q6_K.gguf) | Q6_K | 2.138 GB | very large, extremely low quality loss |
+| [stablelm-3b-4e1t-Q8_0.gguf](https://huggingface.co/tensorblock/stablelm-3b-4e1t-GGUF/tree/main/stablelm-3b-4e1t-Q8_0.gguf) | Q8_0 | 2.769 GB | very large, extremely low quality loss - not recommended |
+
+
+## Downloading instruction
+
+### Command line
+
+Firstly, install Huggingface Client
+
+```shell
+pip install -U "huggingface_hub[cli]"
+```
+
+Then, downoad the individual model file the a local directory
+
+```shell
+huggingface-cli download tensorblock/stablelm-3b-4e1t-GGUF --include "stablelm-3b-4e1t-Q2_K.gguf" --local-dir MY_LOCAL_DIR
+```
+
+If you wanna download multiple model files with a pattern (e.g., `*Q4_K*gguf`), you can try:
+
+```shell
+huggingface-cli download tensorblock/stablelm-3b-4e1t-GGUF --local-dir MY_LOCAL_DIR --local-dir-use-symlinks False --include='*Q4_K*gguf'
+```

stablelm-3b-4e1t-Q2_K.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:504c428bf3f0e32bc3521e7335835d5ef9712e1f5694586313eaf2f7e0068a6b
+size 1083756096

stablelm-3b-4e1t-Q3_K_L.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d450ed5a25944cf1245460dbb406dde62ecf27a755b889a155f1be9d4b9fe7a0
+size 1508565056

stablelm-3b-4e1t-Q3_K_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5fa761f81e0f43f82fb39876281b0ee10cae25f42fb9ea03715864df2fbbc261
+size 1391419456

stablelm-3b-4e1t-Q3_K_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cca8f40fa2fdc2465c6b4a608f499081f5e82219d493ba22cce32b4c41cf660f
+size 1254449216

stablelm-3b-4e1t-Q4_0.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:93c759b52ed02fc449776bfc59a1ef5701817d0fbe506f5ee9f26d4b6cff358e
+size 1608571456

stablelm-3b-4e1t-Q4_K_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5dba9690565cdb7fbeba24e985a2cd6a548ef35f24c9745d3a633289d1c8358a
+size 1708595776

stablelm-3b-4e1t-Q4_K_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b9394ae76be31b205693f5d318720966bb62cb9fe476d8ecb766dd93a18f82a9
+size 1620695616

stablelm-3b-4e1t-Q5_0.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8ad0bfed0379ff3cae98c24f358c12814a114cd58c4f6858d234456bdc829f5d
+size 1941862976

stablelm-3b-4e1t-Q5_K_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:79c0ac937f29d528d3d25669482fb8675e8bf5ed99c57e1d0670c23ffa8c4de2
+size 1993390656

stablelm-3b-4e1t-Q5_K_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:114aeb4368b585ffd60793219c2252a454574c71eae92c0d0907539ae0cb0d71
+size 1941862976

stablelm-3b-4e1t-Q6_K.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6c14bcb78dca0e147a988c68ccd6b5235ad48f6bb673c4476a1a6e860625710b
+size 2295985216

stablelm-3b-4e1t-Q8_0.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7a7151ab2cfaada4accb3744246181412e72f36420ccca03a3044486e327f539
+size 2972926016